• Title/Summary/Keyword: intuitive estimation

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Measurement and Arrival Direction Estimation of Supersonic Flight Sonic Boom (초음속 비행체의 소닉붐 측정과 도래각 추정)

  • Ha, Jae-hyoun;Jung, Suk Young;Lee, Younghwan;Jin, Hyeon
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.49 no.3
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    • pp.175-183
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    • 2021
  • This paper studies measurement of sonic boom created by supersonic flight and its arrival angle estimation techniques. Since sonic boom propagates as an impulsive noise and includes infrasound frequency, we propose measurement instrumentation acquiring sonic boom signature without distortion. And we suggest the methodology for an arrival angle estimation with its performance analysis in accordance with sensor array configurations. The performance of our estimator is verified by comparing theoretical performance bound with statistics of its Monte-Carlo simulation results. Furthermore, we presents the analysis of the sonic boom measurement from real flight tests. This work provides an intuitive concept for sensor array configurations and measurement instrumentation.

Implementation of Mobile Virtual Colored Overlay for People with Scotopic Sensitivity Syndrome (광과민성 증후군자를 위한 태블릿 PC와 스마트폰 용 가상 색 오버레이 구현)

  • Jang, Young Gun
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.2
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    • pp.145-150
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    • 2013
  • A film colored overlay has been used as an assistive device for dyslexics, Recently, several virtual colored overlays which can be used in computer were developed. But mobile virtual overlay has not been developed yet. In this paper, I implemented a mobile overlay application which is based android operating system and displays a colored overlay of screen all the time while user can freely interact with rest of apps in normal manner by using root window and service. A method is presented to determine the source color of a virtual overlays by estimating alpha value of alpha blending algorithm through measurement of the chromaticity and transmissivity of film overlays and I implemented all colors which are presented by using Intuitive Overlays. Test results of the developed virtual overlay show that all colors of the overlays are almost identical to the colors of Intuitive Overlay by using the chroma meter CS-200A.

Optimized KNN/IFCM Algorithm for Efficient Indoor Location (효율적인 실내 측위를 위한 최적화된 KNN/IFCM 알고리즘)

  • Lee, Jang-Jae;Song, Lick-Ho;Kim, Jong-Hwa;Lee, Seong-Ro
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.48 no.2
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    • pp.125-133
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    • 2011
  • For any pattern matching based algorithm in WLAN environment, the characteristics of signal to noise ratio(SNR) to multiple access points(APs) are utilized to establish database in the training phase, and in the estimation phase, the actual two dimensional coordinates of mobile unit(MU) are estimated based on the comparison between the new recorded SNR and fingerprints stored in database. As fingerprinting method, k-nearest neighbor(KNN) has been widely applied for indoor location in wireless location area networks(WLAN), but its performance is sensitive to number of neighbors k and positions of reference points(RPs). So intuitive fuzzy c-means(IFCM) clustering algorithm is applied to improve KNN, which is the KNN/IFCM hybrid algorithm presented in this paper. In the proposed algorithm, through KNN, k RPs are firstly chosen as the data samples of IFCM based on signal to noise ratio(SNR). Then, the k RPs are classified into different clusters through IFCM based on SNR. Experimental results indicate that the proposed KNN/IFCM hybrid algorithm generally outperforms KNN, KNN/FCM, KNN/PFCM algorithm when the locations error is less than 2m.

Master Arm and Control System for Teleoperated Bolting Robot (원격 제어되는 볼팅 로봇을 위한 마스터암과 제어 시스템)

  • Lee, Sang Woo;Park, Jang Woo;Park, Shin Suk
    • Journal of the Korean Society for Precision Engineering
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    • v.30 no.2
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    • pp.185-193
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    • 2013
  • The construction automation provides safer and more productive working environment of construction site. We developed the automation system of bolting operation for high-rise building in the previous research. However, this system has a weak point that the operation has to be processed in the air with the operator in the cabin. This weakness leads operators to considerably dangerous environment. Therefore, we proposed the tele-operation system in order to supplement this weak point. Furthermore, it leads more effective operation by application of more intuitive controller; spherical coordinate based Master Arm than the joystick in the Mobile Bolting Robot system. These proposed system and controller were evaluated based on Fitts' law paradigm, which is a general estimation method of speed accuracy of task. Through the experimental results, new developed tele-operation system is compared with the actual operation and it discloses distinctions between two systems. As a result, it is found that new developed teleoperation system can be possible to replace the operation in the cabin.

An Empirical Study of Software Size Estimation Techniques by Use Case (Use Case에 의한 소프트웨어 규모 예측 방법에 대한 실증적 연구)

  • 서예영;이남용
    • The Journal of Society for e-Business Studies
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    • v.6 no.2
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    • pp.143-157
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    • 2001
  • There has been a need for predicting development efforts and costs of the system during the early stage of the software process and hundreds of metrics have been proposed for computer software, but not all provide practical support to the software engineer. Some demand measurement that is too complex, others are so esoteric that few real-world professionals have any hope of understanding them, and others violate the basic intuitive notions of what high-quality software really is. It is worthwhile that metrics should be tailored to best accommodate specific products and processes after grasping their good and no good point. This paper describes two size estimation techniques, the Karner technique and the Marchesi technique, and compares and analyzes them with proposed evaluation criteria. Both techniques are to estimate software size analyzed by use case that is mainly described during the object-oriented analysis phase. We also present an empirical comparison of them, both are applied in the Internet Medicine Prescription System. We also propose some guidance for experiments based on our analysis. We believe that it should be facilitating project management more effective by adjusting software metrics properly.

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EMG-based Real-time Finger Force Estimation for Human-Machine Interaction (인간-기계 인터페이스를 위한 근전도 기반의 실시간 손가락부 힘 추정)

  • Choi, Chang-Mok;Shin, Mi-Hye;Kwon, Sun-Cheol;Kim, Jung
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.8
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    • pp.132-141
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    • 2009
  • In this paper, we describe finger force estimation from surface electromyogram (sEMG) data for intuitive and delicate force control of robotic devices such as exoskeletons and robotic prostheses. Four myoelectric sites on the skin were found to offer favorable sEMG recording conditions. An artificial neural network (ANN) was implemented to map the sEMG to the force, and its structure was optimized to avoid both under- and over-fitting problems. The resulting network was tested using recorded sEMG signals from the selected myoelectric sites of three subjects in real-time. In addition, we discussed performance of force estimation results related to the length of the muscles. This work may prove useful in relaying natural and delicate commands to artificial devices that may be attached to the human body or deployed remotely.

Estimation of epicenter using an empirical relationship between epicentral distance and traveltime of the first arrival (초동 전파시간과 진앙거리의 경험적인 관계를 이용한 진앙 추정)

  • Sheen, Dong-Hoon;Baag, Chang-Eob;Hwang, Eui-Hong;Jeon, Young-Soo
    • 한국지구물리탐사학회:학술대회논문집
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    • 2007.06a
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    • pp.64-68
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    • 2007
  • The classic graphical method to determine the epicenter uses differences between the arrival times of P and S waves at each station. In this research, a robust approach is proposed, which provides a fast and intuitive estimation of earthquake epicenters. This method uses an empirical relationship between epicentral distance and traveltime of the first arrival P phase of local or regional earthquake. The relationship enables us to estimate epicentral distances and draw epicentral circles from each station with P-traveltimes counted from a probable origin time. As the assigned time is getting close to the origin time of the earthquake, epicentral circles begin to intersect each other at a possible location of the epicenter. Then the possibility of the epicenter can be expressed by a function of the time and the space. We choose the location which gives the minimum standard deviation of the origin time as an estimated epicenter. In this research, 918 P arrival times from 84 events occurring from 2005 to 2006 listed in the KMA earthquake catalog are used to determine the empirical P-traveltime function of epicentral distances.

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Control of Robot Manipulators Using Time-Delay Estimation and Fuzzy Logic Systems

  • Bae, Hyo-Jeong;Jin, Maolin;Suh, Jinho;Lee, Jun Young;Chang, Pyung-Hun;Ahn, Doo-sung
    • Journal of Electrical Engineering and Technology
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    • v.12 no.3
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    • pp.1271-1279
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    • 2017
  • A highly accurate model-free controller is proposed for trajectory tracking control of robot manipulators. The proposed controller incorporates time-delay estimation (TDE) to estimate and cancel continuous nonlinearities of robot dynamics, and exploits fuzzy logic systems to suppress the effect of the TDE error, which is due to discontinuous nonlinearities such as friction. To this end, integral sliding mode is defined using desired error dynamics, and a Mamdani-type fuzzy inference system is constructed. As a result, the proposed controller achieves the desired error dynamics well. Implementation of the proposed controller is easy because the design of the controller is intuitive and straightforward, and calculations of the complex robot dynamics are not required. The tracking performance of the proposed controller is verified experimentally using a 3-degree of freedom PUMA-type robot manipulator.

A Probabilistic Risk-based Cost Estimation Model for Initial-Stage Decision Making on Apartment Remolding Projects (공동주택 리모델링 초기 단계 의사결정을 위한 확률론적 리스크 기반 비용 예측 모델 개발)

  • Lee, Dong-gun;Cha, Heesung
    • Korean Journal of Construction Engineering and Management
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    • v.17 no.2
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    • pp.70-79
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    • 2016
  • The current remodeling cost estimation process is not only dependent on the historical data of new building construction, but it also has a poor linkage with risk-based estimation approach. As such, there is a high risk of falling short of initial budget. To overcome this, a risk-based estimation approach is necessary by providing a probabilistic estimation in consideration of the potential risk factors in conducting the remodeling projects. In addition, the decision-making process should be linked with the risk-based estimation results in stead of intuitive and/or experience-based estimation. This study provides a probabilistic estimation process for residential remodeling projects by developing a detailed methodology in which a step-by-step approach can be achieved. The new proposed estimation approach can help in decision-making for remodeling projects in terms of whether to proceed or not, by effectively reflecting the potential risk factors in the early stage of the project. In addition, the study can enhance the reliability of the estimation results by developing a sustainable estimation process model where a risk-based evaluation can be accomplished by setting up the cost-risk relationship database structure.

Software Effort Estimation based on Use Case Transaction (유스케이스 트랜잭션 기반의 소프트웨어 공수 예측 기법)

  • Lee, Sun-Kyung;Kang, Dong-Won;Bae, Doo-Hwan
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.5
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    • pp.566-570
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    • 2010
  • Use Case Point(UCP) is a measure of a software project size for software effort estimation based on use case. UCP measures the size of the software project based on the use case model. Because UCP is based on the use case model, it is intuitive and easy to obtain. Also, it does not require extra artifacts. On the other hand, UCP has some problems. UCP assumes every transaction has the same complexity. But, the number of operations and complexity of operations may affect complexity of transaction. In addition, UCP uses simple rating scale of complexity, but it may be inadequate for detailed estimates. To solve these problems, we suggest "Transaction Point(TP)", a size measure based on use case transaction. TP considers actors and operations in transaction. Complexity of transaction is based on the number of operations and complexity of operation, so it can support detailed estimation.